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Fashion is an inherently visual concept and computer vision and artificial intelligence (AI) are playing an increasingly important role in shaping the future of this domain.
Mining fashion outfit composition using an end-to-end deep learning approach on set data
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Learning visual clothing style with heterogeneous dyadic co-occurrences. In IEEE International Conference on Computer Vision
Andreas Veit, Balazs Kovacs, Sean Bell, Julian McAuley, Kavita Bala, and Serge Belongie. 2015 · 2015
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Fashionista: A fashion-aware graphical system for exploring visually similar items. In International Conference on World Wide Web
Ruining He, Chunbin Lin, and Julian McAuley. 2016 · 2016
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The elements of fashion style. In 29th Annual Symposium on User Interface Software and Technology
Kristen Vaccaro, Sunaya Shivakumar, Ziqiao Ding, Karrie Karahalios, and Ranjitha Kumar. 2016 · 2016
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Learning fashion compatibility with bidirectional lstms. In ACM on Multimedia Conference
Xintong Han, Zuxuan Wu, Yu-Gang Jiang, and Larry S Davis. 2017 · 2017
A simple neural network module for relational reasoning. In Advances in Neural Information Processing Systems
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Product Exploration based on Latent Visual Attributes. In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
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FashionNet: Personalized Outfit Recommendation with Deep Neural Network
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Cited alongside, same era.
Creating Capsule Wardrobes from Fashion Images
Wei-Lin Hsiao and Kristen Grauman. 2017 · 2017
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Densely Connected Convolutional Networks.. In IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Gao Huang, Zhuang Liu, Laurens Van Der Maaten, and Kilian Q Weinberger. 2017 · 2017
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Visually-aware fashion recommendation and design with generative image models. In IEEE International Conference on Data Mining (ICDM)
Wang-Cheng Kang, Chen Fang, Zhaowen Wang, and Julian McAuley. 2017 · 2017
Cited alongside, same era.
Style2Vec: Representation Learning for Fashion Items from Style Sets
Hanbit Lee, Jinseok Seol, and Sang-goo Lee. 2017 · 2017
Cited alongside, same era.
Discovering objects and their relations from entangled scene representations
David Raposo, Adam Santoro, David Barrett, Razvan Pascanu, Timothy Lillicrap, and Peter Battaglia. 2017 · 2017
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Personalized Image Aesthetics. In IEEE International Conference on Computer Vision, ICCV 2017, Venice, Italy, October 22-29, 2017
Jian Ren, Xiaohui Shen, Zhe L. Lin, Radomír Mech, and David J. Foran. 2017 · 2017
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Yangbangyan Jiang, Qianqian Xu, Xiaochun Cao, and Qingming Huang. 2018 · 2018
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Explainable fashion recommendation with joint outfit matching and comment generation
Yujie Lin, Pengjie Ren, Zhumin Chen, Zhaochun Ren, Jun Ma, and Maarten de Rijke. 2018 · 2018
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DeepStyle: Multimodal Search Engine for Fashion and Interior Design
Ivona Tautkute, Tomasz Trzcinski, Aleksander Skorupa, Lukasz Brocki, and Krzysztof Marasek. 2018 · 2018
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Learning type-aware embeddings for fashion compatibility
Mariya I Vasileva, Bryan A Plummer, Krishna Dusad, Shreya Rajpal, Ranjitha Kumar, and David Forsyth. 2018 · 2018
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Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty. In Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018
Mengting Wan, Di Wang, Jie Liu, Paul Bennett, and Julian McAuley. 2018 · 2018
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The State of Fashion 2017
2016 · 2019
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Personalized Image Aesthetics Assessment. In Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017
Xiang Deng, Chaoran Cui, Huidi Fang, Xiushan Nie, and Yilong Yin. 2017 · 2046
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